| Literature DB >> 30023075 |
Abdulqawi Al Mansari1, Youssef Obeid2, Najmul Islam3, Mohammed Fariduddin4, Ahmed Hassoun5, Khier Djaballah6, Mojtaba Malek7, Dror Dicker8, Tirthankar Chaudhury9.
Abstract
OBJECTIVE: The American Diabetes Association and the European Association for the Study of Diabetes guidelines recommend to individualize treatment targets/strategies in inadequately controlled patients by lifestyle management and glucose-lowering drugs to decrease the burden of diabetes-related complications. This real-world practice study aimed to assess predictive factors for achieving the glycemic hemoglobin A1c (HbA1c) at 6 months as targeted by the treating physician in adults with type 2 diabetes who required initiation of basal insulin, initiation of bolus insulin, or modification from basal or premixed insulin to new insulin regimen containing insulin glargine and/or insulin glulisine. RESEARCH DESIGN AND METHODS: This was an international, multicenter, observational survey with 12-month follow-up time in adults with type 2 diabetes inadequately controlled conducted in 10 developing countries.Entities:
Keywords: HbA1c; Insulin; Type 2 Diabetes; glycemic control
Year: 2018 PMID: 30023075 PMCID: PMC6045741 DOI: 10.1136/bmjdrc-2018-000519
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Figure 1Disposition of patients time windows: follow-up at 3 months: (2–4.5 months) after baseline; follow-up at 6 months: (4.5–9 months) after baseline; follow-up at 12 months: >9 months after baseline. HbA1c, glycemic hemoglobin A1c.
Sociodemographic characteristics of eligible patients with type 2 diabetes at baseline
| Demographics | Eligible patient population (N=2704) | |
| Age (years) | N (missing) | 2704 (0) |
| Mean (SD) | 54.6 (10.6) | |
| Male (n, %) | N (missing) | 2704 (0) |
| n (%) | 1446 (53.5%) | |
| Ethnicity (n, %) | N (missing) | 2704 (0) |
| Caucasian* | 1246 (46.1%) | |
| Non-Caucasian | 1458 (53.9%) | |
| Education level (n, %) | N (missing) | 2702 (2) |
| Illiterate | 172 (6.4%) | |
| Primary | 491 (18.2%) | |
| Secondary | 916 (33.9%) | |
| University/higher education | 1123 (41.6%) | |
| Medical health coverage (n, %) | N (missing) | 2703 (1) |
| n (%) | 1413 (52.3%) | |
| Employment status (n, %) | N (missing) | 2704 (0) |
| Full time | 1194 (44.2%) | |
| Part time | 131 (4.8%) | |
| Unemployed | 1379 (51.0%) | |
| Weight (kg) | N (missing) | 2688 (16) |
| m (SD) | 78.3 (16.2) | |
| BMI (kg/m2) | N (missing) | 2641 (63) |
| Mean (SD) | 28.7 (5.4) | |
| Duration of diabetes (year) | N (missing) | 2692 (12) |
| Mean (SD) | 10.1 (6.7) | |
| Diabetes-related complication (n, %) | N (missing) | 2704 (0) |
| n (%) | 1512 (55.9%) | |
| At least one macrovascular complication | N | 1512 |
| n (%) | 498 (32.9%) | |
| At least one microvascular complication | N | 1512 |
| n (%) | 1329 (87.9%) | |
| 10 years CV risk (%) | N (missing) | 1683 (1021) |
| Median | 14.6 | |
| Diagnosis of high blood pressure (n, %) | N (missing) | 2702 (2) |
| Yes | 1657 (61.3%) | |
| No / Unknown | 1045 (38.7%) | |
| Diagnosis of dyslipidemia (n, %) | N (missing) | 2702 (2) |
| Yes | 1603 (59.3%) | |
| No/Unknown | 1099 (40.7%) | |
| Smoking habits (n, %) | N (missing) | 2701 (3) |
| Never | 1960 (72.6%) | |
| Former | 403 (14.9%) | |
| Current | 338 (12.5%) | |
| Last HbA1c level in the last 3 months (%) | N (missing) | 2596 (108) |
| Mean (SD) | 9.7 (1.8) | |
| HbA1c level in the last 3 months in classes (%) | N (missing) | 2596 (108) |
| <7% | 58 (2.2%) | |
| 7–7.5% | 97 (3.7%) | |
| 7.5–8% | 226 (8.7%) | |
| 8–8.5% | 321 (12.4%) | |
| ≥8.5% | 1884 (73.0%) |
* Caucasian class included Caucasian and Oriental/Arab/Persian patients, as Caucasians were classified as individuals having origins from Europe, the Middle East, or North Africa.40
BMI, body mass index; CV, cardiovascular; HbA1c, glycemic hemoglobin A1c.
Variables identified in the univariate and multivariate analyses for clinical and non-clinical factors as predictors of HbA1c goal as targeted by the treating physician at 6 months
| Effect | Univariate analysis* | Multivariate analysis* | |||||
| OR | 95% CI | P values | OR | 95% CI | P values | ||
| Age | Age | 1.012 | 1.003 to 1.022 | 0.0050 | 1.024 | 1.012 to 1.036 | 0.0001 |
| Ethnicity | Non-Caucasian versus Caucasian | 0.628 | 0.513 to 0.768 | <0.0001 | 0.528 | 0.412 to 0.677 | <0.0001 |
| Diabetes duration in class (years) | >10 versus ≤1 | 0.440 | 0.304 to 0.639 | <0.0001 | 0.320 | 0.197 to 0.519 | <0.0001 |
| 5–10 versus ≤1 | 0.482 | 0.329 to 0.705 | 0.361 | 0.223 to 0.586 | <0.0001 | ||
| 1–5 versus ≤1 | 0.650 | 0.439 to 0.962 | 0.574 | 0.355 to 0.930 | 0.0240 | ||
| Diabetes affecting two or three generations | Yes versus no | 1.444 | 1.137 to 1.834 | 0.0023 | 1.556 | 1.173 to 2.065 | 0.0022 |
| Unknown versus no | 1.024 | 0.758 to 1.383 | 1.134 | 0.787 to 1.634 | 0.4991 | ||
| Any diabetes-related complications | Yes versus no | 0.926 | 0.751 to 1.141 | 0.0118 | 0.872 | 0.676 to 1.123 | 0.2887 |
| Unknown versus no | 1.835 | 1.153 to 2.922 | 2.046 | 1.137 to 3.681 | 0.0169 | ||
| HbA1c at baseline (five classes) | ≥8.5% versus <7% | 0.167 | 0.093 to 0.299 | <0.0001 | 0.173 | 0.091 to 0.326 | <0.0001 |
| 8–8.5% versus <7% | 0.254 | 0.135 to 0.477 | 0.270 | 0.135 to 0.539 | 0.0002 | ||
| 7.5–8% versus <7% | 0.487 | 0.256 to 0.923 | 0.511 | 0.254 to 1.029 | 0.0602 | ||
| 7–7.5% versus <7% | 0.612 | 0.298 to 1.256 | 0.799 | 0.362 to 1.764 | 0.5791 | ||
| Antidiabetics taken at the end of inclusion | |||||||
| Route of treatments | Oral+injectable versus injectable | 0.717 | 0.545 to 0.944 | 0.0288 | |||
| Analog insulin | Yes versus no | 0.481 | 0.243 to 0.951 | 0.0314 | 0.351 | 0.142 to 0.870 | 0.0238 |
| Number of OADs taken | >2 versus none | 0.390 | 0.246 to 0.620 | 0.0705 | 0.531 | 0.311 to 0.905 | 0.0200 |
| 2 versus none | 0.822 | 0.611 to 1.106 | 0.982 | 0.683 to 1.412 | 0.9235 | ||
| 1 versus none | 0.713 | 0.528 to 0.964 | 0.781 | 0.540 to 1.131 | 0.1913 | ||
| Reasons to add insulin therapy to OADs | |||||||
| HbA1c target not achieved | Yes versus no | 0.669 | 0.504 to 0.888 | 0.0053 | |||
| FPG target not achieved | Yes versus no | 0.777 | 0.622 to 0.971 | 0.0260 | |||
| Receiving diabetes education | Yes versus no | 0.792 | 0.644 to 0.974 | 0.0269 | |||
| Frequency of tests during past year in class | ≥3 versus 0 | 1.121 | 0.299 to 4.202 | 0.0037 | |||
| 2 versus 0 | 0.717 | 0.191 to 2.688 | |||||
| 1 versus 0 | 0.705 | 0.188 to 2.637 | |||||
| Medical health coverage | Yes versus no | 1.277 | 1.043 to 1.562 | 0.0175 | |||
* All variables were significant in univariate statistical test at 0.20 level. ORs were estimated with two-sided 95% Cls with univariate logistic regressions. Stepwise selection; decision criteria to enter in the multivariate analysis: χ2 with significant level at 0.20, to stay: Wald χ2 with significant level at 0.05.
FPG, fasting plasma glucose; HbA1c, glycemic hemoglobin A1c; OAD, oral antidiabetic.
Baseline characteristics of the study population according to the glycemic goal as targeted by the treating physician
| Study populations | HbA1c level targeted by the physician | ||||
| <6.5% (N=117) | 6.5–7% (N=698) | 7–7.5% (N=1852) | >7.5% (N=421) | Unknown (N=3) | |
| Age (years) mean (SD) | 52.1 (9.3) | 51.6 (10.3) | 54.8 (10.5) | 57.2 (10.9) | 54.3 (12.2) |
| Gender, male (%) | 56.4 | 54.4 | 51.9 | 53.7 | 100 |
| Health coverage (%) | 45.3 | 46.7 | 52.3 | 53.4 | 66.7 |
| Duration of diabetes (years) mean (SD) | 7.3 (6.3) | 8.5 (6.6) | 10.4 (6.7) | 11.5 (7.3) | 5.7 (5.7) |
| BMI kg/m2 mean (SD) | 27.5 (5.2) | 28.4 (5.2) | 28.9 (5.6) | 28.7 (5.2) | 26.3 (2.2) |
| BMI ≥30 kg/m2 (%) | 29.8 | 35.0 | 37.0 | 37.4 | 0.0 |
| BMI 25–30 kg/m2 (%) | 36.0 | 38.1 | 38 | 39.3 | 50 |
| Any diabetes complications (%) | 33.3 | 52.9 | 56.4 | 57.2 | 33.3 |
| Microvascular complications (%) | 87.2 | 90.0 | 87.0 | 88.4 | 100 |
| Macrovascular complications (%) | 28.2 | 34.1 | 30.6 | 37.3 | 100 |
| HBP (%) | 49.6 | 52.9 | 62.5 | 66.9 | 66.7 |
| Dyslipidemia (%) | 49.6 | 57.0 | 57.0 | 64.0 | 66.7 |
| 10 year CHD mean (SD)/median (%) | 13.6 (10.9) | 16.6 (14.0) | 18.3 (14.2) | 24.0 (16.1) | 18.0 (21.9) |
| Diabetes education, (%) | 47.0 | 59.7 | 63.9 | 65.5 | 66.7 |
| Structured courses of diabetes education, yes (%) | 5.5 | 2.2 | 1.2 | 1.1 | 0.0 |
| Glucometer, yes (%) | 42.7 | 51.5 | 61.9 | 68.2 | 100 |
| SMBG use (%) | 94.0 | 88.0 | 92.7 | 89.9 | 100 |
| Routinely SMBG use (every day) (%) | 61.7 | 27.4 | 34.4 | 35.3 | 0.0 |
| Cost of strips is a limiting factor for SMBG use (yes/no) | 32.0 | 46.6 | 45.4 | 37.5 | 66.7 |
| Last HbA1c measurement (%) mean (SD) | 8.6 (1.5) | 9.3 (1.7) | 9.7 (1.8) | 10.7 (1.7) | 7.6 (2.1) |
| HbA1c<7% (%) | 16.5 | 3.6 | 1.4 | 0.2 | 33.3 |
| Number of people with severe hypoglycemia within last 3 months n (%) | 0.0 | 11 (21.2) | 31 (16.7) | 5 (10.2) | |
| Number of emergency room visits mean (SD)/median | 0.1 (0.3) / 0.0 | 0.1 (0.4) / 0.0 | 0.1 (0.6) / 0.0 | 0.1 (0.4) / 0.0 | – |
BMI, body mass index; CHD, coronary heart disease; HbA1c, glycemic hemoglobin A1c; HBP, high blood pressure; SMBG, self-monitoring blood glucose.
Figure 2Change in the glycemic hemoglobin A1c (HbA1c) during the 12-month study duration (mean±95% CI).